

The AI Healthcare Lab: Agents in Action
AI agents are moving out of the demo reel and into the exam room. Join the AI Healthcare Lab for an evening focused on how providers and clinicians are actually deploying agentic AI today.
What to expect
Hear directly from physicians, nurses, and health system leaders who are putting AI agents to work across clinical and operational settings. From ambient documentation and prior authorization to triage support, care coordination, and revenue cycle workflows, our speakers will share concrete examples, honest lessons learned, and the metrics that matter.
This isn't a vendor showcase or a futurist panel. It's a working session for people building, buying, and using AI in healthcare right now.
You'll leave with
Real use cases with real outcomes (and real failure modes)
A clearer sense of where agents add value vs. where the hype outpaces reality
Practical frameworks for evaluating, piloting, and scaling agentic workflows
Connections to a community of clinicians, technologists, and operators tackling the same challenges
Your Hosts
Ngan MacDonald is the Chief of Data Operations at the Institute for AI in Medicine. For over 20 years, she has been focused on a mission to create a collaborative data ecosystem between academic research and scale for healthcare data.
Kevin Riley is the CEO of actAVA. actAVA is a benchmarked AI platform that standardizes and accelerates the creation, training, and deployment of highly tested, always-compliant, ever-learning agentic AI for healthcare and life sciences.
Gulé Sheikh is the CAIO of Healthcare at The AI Lab. She has spent her career in strategic digital transformation for large healthcare systems, modernizing technology, with clear business value. She focuses on delivering real uses cases using AI that transform organizations to scale.
Who should attend
Clinicians, health system leaders, digital health builders, investors, researchers, and anyone working at the intersection of AI and care delivery.